Philipp Schmid • 12/7/2021

Hugging Face Transformers BERT fine-tuning using Amazon SageMaker and Training Compiler

This technical tutorial demonstrates how to fine-tune a pre-trained Hugging Face BERT model for multi-class text classification using the emotion dataset. It leverages Amazon SageMaker and the newly announced SageMaker Training Compiler, which optimizes deep learning models to accelerate training on GPU instances, potentially reducing costs. The article includes setup instructions, preprocessing with the datasets library, and environment configuration.

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#Transformers #Hugging Face #Fine Tuning